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Revolutionizing acute ischemic stroke care: a systematic review of machine learning and deep learning applications in diagnosis and outcome prediction

Crossref DOI link: https://doi.org/10.1186/s41983-026-01091-7

Published Online: 2026-02-06

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ramesh, Subasini

Umapathy, Snekhalatha
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Text and Data Mining valid from 2026-02-06

Version of Record valid from 2026-02-06
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Article History

Received: 12 April 2025

Accepted: 28 January 2026

First Online: 6 February 2026

Declarations

:

: The study was approved by the Institutional Ethics Committee of SRM Medical College Hospital and Research Centre, Kattankulathur (REG. No: ECR/8896/INST/TN/2013/RR-19). Informed written consent was obtained from all participants following institutional and ethical guidelines. For participants under 16 years of age, consent was obtained from a parent or legal guardian as per ethical requirements.

: Not applicable. This manuscript does not contain data from any individual person.

: The authors declare that they have no competing interests.

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